2 Copyright (c) 2018-2019 Intel Corporation
4 Licensed under the Apache License, Version 2.0 (the "License");
5 you may not use this file except in compliance with the License.
6 You may obtain a copy of the License at
8 http://www.apache.org/licenses/LICENSE-2.0
10 Unless required by applicable law or agreed to in writing, software
11 distributed under the License is distributed on an "AS IS" BASIS,
12 WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13 See the License for the specific language governing permissions and
14 limitations under the License.
18 from google.protobuf import text_format
20 from mo.front.caffe.custom_layers_mapping import proto_extractor
21 from mo.front.caffe.proto import caffe_pb2
24 class TestCustomLayerMapping(unittest.TestCase):
25 def test_extractor_custom_layer(self):
26 expected_conv_params = {
33 'engine': 'caffe.ConvolutionParameter.DEFAULT',
35 'force_nd_im2col': False,
52 'NativeType': 'Convolution',
54 'protoParamName': 'convolution_param'
56 proto = caffe_pb2.LayerParameter()
57 text_format.Merge(layer, proto)
58 attrs = proto_extractor(proto, None, mapping, False, False)
59 for key, val in expected_conv_params.items():
60 if key == 'bias_term' or key == 'force_nd_im2col':
61 self.assertTrue(str(int(val)) == attrs[key])
63 self.assertTrue(str(val) == attrs[key])